nlpred: Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples

Methods for obtaining improved estimates of non-linear cross-validated risks are obtained using targeted minimum loss-based estimation, estimating equations, and one-step estimation (Benkeser, Petersen, van der Laan (2019), <doi:10.1080/01621459.2019.1668794>). Cross-validated area under the receiver operating characteristics curve (LeDell, Petersen, van der Laan (2015), <doi:10.1214/15-EJS1035>) and other metrics are included.

Package details

AuthorDavid Benkeser [aut, cre]
MaintainerDavid Benkeser <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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nlpred documentation built on Feb. 24, 2020, 1:11 a.m.